Journal article
Architecture and development environment of a knowledge-based monitor that facilitate incremental knowledge-base development
IEEE transactions on systems, man and cybernetics. Part A, Systems and humans, v 34(4), pp 441-449
Jul 2004
Abstract
Being able to incrementally define and test knowledge bases for intelligent systems is desirable. However, as more knowledge is added, the knowledge engineer must ensure that unwanted interactions between the existing and additional knowledge do not occur. One knowledge-based monitoring system, Hazard Monitor (HM), provides the ability to add knowledge incrementally. HM's architecture includes tailorable components that allow the knowledge engineer to eliminate unwanted knowledge interactions. HM also includes knowledge-base development tools to facilitate initial and incremental knowledge-base development. This paper describes HM's architecture and knowledge structures plus its knowledge-base development tools that facilitate the knowledge engineering process. To illustrate the benefits of the architecture, we present aviation examples based on our implemented prototypes.
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Details
- Title
- Architecture and development environment of a knowledge-based monitor that facilitate incremental knowledge-base development
- Creators
- E.J Bass - University of VirginiaS.T Ernst-FortinR.L SmallJ Hogans
- Publication Details
- IEEE transactions on systems, man and cybernetics. Part A, Systems and humans, v 34(4), pp 441-449
- Publisher
- IEEE
- Resource Type
- Journal article
- Language
- English
- Academic Unit
- Information Science
- Web of Science ID
- WOS:000222135600001
- Scopus ID
- 2-s2.0-3142693379
- Other Identifier
- 991019292122604721
InCites Highlights
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- Collaboration types
- Industry collaboration
- Domestic collaboration
- Web of Science research areas
- Computer Science, Cybernetics
- Computer Science, Theory & Methods